A revolutionary image segmentation method will be demonstrated at Computer Graphics International 2025 in Hong Kong. Boris Kriuk, a recognized AI leader in Hong Kong, will share his ideas on geometric feature extraction that are set to transform how machines perceive and process visual information.
The GeloVec framework, developed by Boris and his team, introduces higher-dimensional geometric smoothing for coherent visual feature extraction in image segmentation. This innovative approach addresses fundamental limitations in conventional segmentation methods by establishing robust manifold relationships between visually coherent regions.
“GeloVec represents a significant leap forward in how we approach image segmentation,” explains Kriuk. “By combining modified Chebyshev distance metrics with multispatial transformations, we’ve achieved superior edge preservation while maintaining intra-class homogeneity.”
The research demonstrates remarkable improvements over existing technologies, with significant performance increase on recognized benchmarks from top universities. The results achieved underscore the potential impact of this technology across multiple industries.
What sets GeloVec apart is its mathematical foundation in Riemannian geometry, providing theoretical guarantees on segmentation stability. The multispatial transformation matrix incorporates tensorial projections with orthogonal basis vectors, creating more discriminative feature representations without sacrificing computational efficiency.
Applications for such technology extend far beyond traditional computer vision tasks. Industries including healthcare, autonomous vehicles, satellite imagery analysis, and manufacturing are expected to benefit from GeloVec’s enhanced precision, particularly in complex scenes with ambiguous boundaries.
The presentation at Computer Graphics International 2025 will showcase live demonstrations comparing GeloVec’s performance against traditional approaches. Attendees will witness firsthand the technology’s superior boundary preservation and contextual understanding capabilities.
CGI 2025, one of the oldest and most prestigious computer graphics conferences globally, provides the ideal platform for introducing this groundbreaking technology. The conference brings together leading researchers, practitioners, and industry experts to explore cutting-edge developments in computer graphics and visual computing.
Boris Kriuk’s team is expected to discuss implementation details and potential commercial applications during the session. Industry observers note that this presentation could mark a significant milestone in the evolution of computer vision technology.
For more information about GeloVec and the upcoming presentation at CGI 2025, interested parties can contact Boris Kriuk’s research team or visit the official conference website. Registration for the conference is now open, with early bird rates available for a limited time.
Media Details
Company address: Suite C, Level 7, 50 Stanley Street, Central, Hong Kong
Company name: Strevio
Website link: https://strevio.ai/
Country: Hong Kong SAR
Email: bkriuk@strevio.ai
Phone Number: +85291626635
Social media page: https://hk.linkedin.com/company/strevio-ai
